Deep Learning in Cloud with Google Colab and Python | Using TensorFlow and Keras




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Provides a case study of developing deep learning neural network model with Python in Google Colaboratory or Colab. It requires no setup and runs fully in cloud. It doesn’t matter whether you are using a Mac or a Windows computer.
Data: https://goo.gl/C9emgB
Code: https://drive.google.com/open?id=199VMSvmPVNCqIE1uR9iRdPrWlktfKJRC

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Comment List

  • Dr. Bharatendra Rai
    November 28, 2020

    Professor… This is absolutely brilliant. Thank you so much for the simple explanation

  • Dr. Bharatendra Rai
    November 28, 2020

    Sir in the 4th block of code you wrote y – ['NSP'] – 1 to index the values 0,1,2,3… instead of 1,2,3,1… right? But instead, this code is subtracting 1 from all the values in column 'NSP'. Please explain what was the need for this line of code.

  • Dr. Bharatendra Rai
    November 28, 2020

    Hello Sir,

    I'm learning and have learnt a lot from your videos.

    My kind request is to please upload videos for various machine learning models in python.
    especially about neural networks and image recognition examples in python.
    Since it is very easy for me to follow your videos along with your explanation from your R videos.
    expecting for your ML model videos in python
    Thanks

  • Dr. Bharatendra Rai
    November 28, 2020

    Hi, when, at the end of the video, you said, " we can always modify the architecture for our model to increase the accuracy, " what did you mean by that. As in, what all changes can we make in the model to increase the accuracy?
    Thanks

  • Dr. Bharatendra Rai
    November 28, 2020

    Sir how to unzip 7z file in google colab? I googled and got the code but it didn't work. Please help.

  • Dr. Bharatendra Rai
    November 28, 2020

    Wow, such an amazing professor, hope to learn much more from you, Thanks for sharing your knowledge. I wish you are my research advisor.

  • Dr. Bharatendra Rai
    November 28, 2020

    Thank you so much sir. You are the best🙏

  • Dr. Bharatendra Rai
    November 28, 2020

    Thank you very much Sir!

  • Dr. Bharatendra Rai
    November 28, 2020

    Sir, Could you please create a video for satellite image segmentation using CNN in Colab or python or R

  • Dr. Bharatendra Rai
    November 28, 2020

    plz make a next vdo in colab

  • Dr. Bharatendra Rai
    November 28, 2020

    Very helpful. Thank you.

  • Dr. Bharatendra Rai
    November 28, 2020

    Sir I want your mail id

  • Dr. Bharatendra Rai
    November 28, 2020

    sir thanks

  • Dr. Bharatendra Rai
    November 28, 2020

    Thank you very much for that

  • Dr. Bharatendra Rai
    November 28, 2020

    Dear Sir, I would like to created a model of leaf spectral reflectance using PLS regression. But I have problems in sorting the data. Can you please make a sample model where you use spectral reflectance to predict photosynthesis. For example using PRI to predict photosynthesis.

  • Dr. Bharatendra Rai
    November 28, 2020

    hi sir ,

    can you put a tutorial on exploration of data and visulatisation to find what kind of ML algorithm is suitable for the data .

  • Dr. Bharatendra Rai
    November 28, 2020

    sir can we have the code please.

  • Dr. Bharatendra Rai
    November 28, 2020

    Waiting for R tutorial for deep learning Time series

  • Dr. Bharatendra Rai
    November 28, 2020

    Very very interesting Sir. Love to see that you are also exploring cloud and python. Thank you very much.

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